Rubric-as-Experts: Case-Specific MQM Rubrics for Translation Quality Evaluation

Weilu Xu, Yunzhi Shen, Xinye Wang +2

Large language models (LLMs) have shown strong potential in fine-grained translation quality evaluation (QE), yet existing MQM-based approaches typically rely on fixed rubric confi…